2 papers
cs.HC2024
LuminLab: An AI-Powered Building Retrofit and Energy Modelling Platform
Kevin Credit, Qian Xiao, Jack Lehane +3
This paper describes the technical and conceptual development of the LuminLab platform, an online tool that integrates a purpose-fit human-centric AI chatbot and predictive energy…
cs.LG2024
Model Failure or Data Corruption? Exploring Inconsistencies in Building Energy Ratings with Self-Supervised Contrastive Learning
Qian Xiao, Dan Liu, Kevin Credit
Building Energy Rating (BER) stands as a pivotal metric, enabling building owners, policymakers, and urban planners to understand the energy-saving potential through improving buil…